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Decision science, machine learning, and mental models for the highly numerate.
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A Substack newsletter by
Robert Osazuwa Ness
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Invariance means looking through a smaller haystack.
Inductive biases as "invariances" in computer vision
Robert Osazuwa Ness
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The Machine Learning Trade-Off that Most People Miss.
Computation vs. memory
Robert Osazuwa Ness
Dec 18, 2020
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Inductive bias and why overfitting a 1/2 trillion words looks sexy.
Why deep learning does so well at generating natural language, and why it doesn't.
Robert Osazuwa Ness
Dec 10, 2020
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Falsification by Imagination
How deep causal generative modeling could address algorithmic (un)fairness
Robert Osazuwa Ness
Dec 3, 2020
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Grey swans, and what a bit of linguistics can teach you about machine learning
Grammar and inductive bias in statistical modeling in natural language.
Robert Osazuwa Ness
Oct 15, 2020
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Falsifiability Helps Me Focus
George Soros and why I build mechanisms into my models.
Robert Osazuwa Ness
Oct 8, 2020
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Trump Infection and Prediction Markets
Watch prediction markets to learn about volatility in crowd-sourced forecasts.
Robert Osazuwa Ness
Oct 2, 2020
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I feel pain, therefore I am.
"Lived experience", Descartes, and opioid statistics.
Robert Osazuwa Ness
Oct 1, 2020
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